Muhammad Adam
Muhammad Adam
Department of Biomedical Engineering, Temasek Polytechnic, Singapore
Verified email at tp.edu.sg
Title
Cited by
Cited by
Year
A deep convolutional neural network model to classify heartbeats
UR Acharya, SL Oh, Y Hagiwara, JH Tan, M Adam, A Gertych, R San Tan
Computers in biology and medicine 89, 389-396, 2017
5602017
Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals
UR Acharya, H Fujita, SL Oh, Y Hagiwara, JH Tan, M Adam
Information Sciences 415, 190-198, 2017
4842017
Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network
UR Acharya, H Fujita, OS Lih, Y Hagiwara, JH Tan, M Adam
Information sciences 405, 81-90, 2017
4112017
Automated detection of coronary artery disease using different durations of ECG segments with convolutional neural network
UR Acharya, H Fujita, OS Lih, M Adam, JH Tan, CK Chua
Knowledge-Based Systems 132, 62-71, 2017
2322017
Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals
JH Tan, Y Hagiwara, W Pang, I Lim, SL Oh, M Adam, R San Tan, M Chen, ...
Computers in biology and medicine 94, 19-26, 2018
2012018
Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network
UR Acharya, H Fujita, SL Oh, U Raghavendra, JH Tan, M Adam, ...
Future Generation Computer Systems 79, 952-959, 2018
1652018
Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study
UR Acharya, H Fujita, M Adam, OS Lih, VK Sudarshan, TJ Hong, ...
Information Sciences 377, 17-29, 2017
1512017
Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads
UR Acharya, H Fujita, VK Sudarshan, SL Oh, M Adam, JEW Koh, JH Tan, ...
Knowledge-Based Systems 99, 146-156, 2016
1382016
Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals
UR Acharya, H Fujita, SL Oh, Y Hagiwara, JH Tan, M Adam, R San Tan
Applied Intelligence 49 (1), 16-27, 2019
1272019
Application of higher-order spectra for the characterization of coronary artery disease using electrocardiogram signals
UR Acharya, VK Sudarshan, JEW Koh, RJ Martis, JH Tan, SL Oh, ...
Biomedical Signal Processing and Control 31, 31-43, 2017
922017
Automated characterization of coronary artery disease, myocardial infarction, and congestive heart failure using contourlet and shearlet transforms of electrocardiogram signal
UR Acharya, H Fujita, VK Sudarshan, SL Oh, M Adam, JH Tan, JH Koo, ...
Knowledge-Based Systems 132, 156-166, 2017
682017
Entropies for automated detection of coronary artery disease using ECG signals: A review
UR Acharya, Y Hagiwara, JEW Koh, SL Oh, JH Tan, M Adam, R San Tan
Biocybernetics and Biomedical Engineering 38 (2), 373-384, 2018
472018
Computer aided diagnosis of diabetic foot using infrared thermography: a review
M Adam, EYK Ng, JH Tan, ML Heng, JWK Tong, UR Acharya
Computers in biology and medicine 91, 326-336, 2017
472017
Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signals
UR Acharya, H Fujita, VK Sudarshan, SL Oh, A Muhammad, JEW Koh, ...
Neural Computing and Applications 28 (10), 3073-3094, 2017
472017
Automated characterization of arrhythmias using nonlinear features from tachycardia ECG beats
UR Acharya, H Fujita, M Adam, OS Lih, TJ Hong, VK Sudarshan, ...
2016 IEEE international conference on systems, man, and cybernetics (SMC …, 2016
432016
Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2 s of ECG signals
VK Sudarshan, UR Acharya, SL Oh, M Adam, JH Tan, CK Chua, KP Chua, ...
Computers in Biology and Medicine 83, 48-58, 2017
362017
Automated characterization of diabetic foot using nonlinear features extracted from thermograms
M Adam, EYK Ng, SL Oh, ML Heng, Y Hagiwara, JH Tan, JWK Tong, ...
Infrared Physics & Technology 89, 325-337, 2018
262018
Automated characterization of cardiovascular diseases using relative wavelet nonlinear features extracted from ECG signals
M Adam, SL Oh, VK Sudarshan, JEW Koh, Y Hagiwara, JH Tan, ...
Computer methods and programs in biomedicine 161, 133-143, 2018
182018
Automated detection of diabetic foot with and without neuropathy using double density-dual tree-complex wavelet transform on foot thermograms
M Adam, EYK Ng, SL Oh, ML Heng, Y Hagiwara, JH Tan, JWK Tong, ...
Infrared Physics & Technology 92, 270-279, 2018
132018
Characterization of cardiovascular diseases using wavelet packet decomposition and nonlinear measures of electrocardiogram signal
H Fujita, VK Sudarshan, M Adam, SL Oh, JH Tan, Y Hagiwara, KC Chua, ...
International Conference on Industrial, Engineering and Other Applications …, 2017
92017
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